Papers
12094 papers
ICLR2025
Multi-Perspective Data Augmentation for Few-shot Object Detection
Summary pending...
few-shot object detectioncontrollable diffusiondata augmentation
ICLR2025
EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow
Summary pending...
Generative ModelProtein Structure GenerationTraining-free Conditional Generation
ICLR2025
AgentStudio: A Toolkit for Building General Virtual Agents
Summary pending...
EnvironmentBenchmarkAgent
ICLR2025
econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians
Summary pending...
3D Scene UnderstandingGaussian SplattingOpen-Vocabulary 3D Semantic
ICLR2025
Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design
Summary pending...
Combinatorial Bayesian OptimizationGame TheoryGaussian Processes
ICLR2025
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance
Summary pending...
data mixturespretrainingpost-training
ICLR2025
Conditional Diffusion Models are Minimax-Optimal and Manifold-Adaptive for Conditional Distribution Estimation
Summary pending...
conditional distribution estimationdiffusion modelsdistribution regression
ICLR2025
Rotated Runtime Smooth: Training-Free Activation Smoother for accurate INT4 inference
Summary pending...
Large language modelQuantizationINT4 inference
ICLR2025
Collaborative Discrete-Continuous Black-Box Prompt Learning for Language Models
Summary pending...
Black-box prompt learningdiscrete optimization
ICLR2025
Emergence of a High-Dimensional Abstraction Phase in Language Transformers
Summary pending...
interpretabilityintrinsic dimensionlarge language models
ICLR2025
Complementary Label Learning with Positive Label Guessing and Negative Label Enhancement
Summary pending...
Complementary label learningnegative label enhancementweakly supervised learning
ICLR2025
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model
Summary pending...
Large Language ModelMathematical Reasoning
ICLR2025
Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression
Summary pending...
deep regressionheteroscedasticuncertainty
ICLR2025
Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models
Summary pending...
chain-of-thoughtreasoninglarge language models
ICLR2025
Why Does the Effective Context Length of LLMs Fall Short?
Summary pending...
Large Language ModelLong-Context ModelingPosition Embedding
ICLR2025
Training on the Test Task Confounds Evaluation and Emergence
Summary pending...
language modelsbenchmarkingemergence
ICLR2025
Spreading Out-of-Distribution Detection on Graphs
Summary pending...
out-of-distribution detectiongraph neural networksbenchmark
ICLR2025
PianoMotion10M: Dataset and Benchmark for Hand Motion Generation in Piano Performance
Summary pending...
Hand pose estimationpiano musicmotion generation
ICLR2025
When Attention Sink Emerges in Language Models: An Empirical View
Summary pending...
Attention SinkLanguage ModelsEmpirical Study
ICLR2025
Inverse Constitutional AI: Compressing Preferences into Principles
Summary pending...
human feedbackevaluationinterpretability